Expert System for pest, diseases and weed identification in olive crops
An expert system was developed with the aim of improving decision-making by olive oil growers. Knowledge was obtained from the literature and from experts. The knowledge was then represented in the knowledge base of the expert system in a series of IF–THEN rules. The system is supported by a data base containing information for the identification of 9 weeds, 14 insects and 14 diseases. The system is enhanced with 150 photos and drawings that assist the used in the identification process. The expert system was evaluated following the conventional expert system evaluation methodologies. According to the validation results the system was considered very satisfactory. The program can be used as an identification tool for farmers and technicians and for educational purposes. 2008 Elsevier Ltd. All rights reserved
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| Format: | artículo biblioteca |
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Elsevier
2009
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| Subjects: | Knowledge base, Evaluation, Validation, Olive oil, Production rules, Decision support system, |
| Online Access: | http://hdl.handle.net/10261/94129 |
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dig-ias-es-10261-941292017-02-28T13:38:45Z Expert System for pest, diseases and weed identification in olive crops González-Andújar, José Luis Knowledge base Evaluation Validation Olive oil Production rules Decision support system An expert system was developed with the aim of improving decision-making by olive oil growers. Knowledge was obtained from the literature and from experts. The knowledge was then represented in the knowledge base of the expert system in a series of IF–THEN rules. The system is supported by a data base containing information for the identification of 9 weeds, 14 insects and 14 diseases. The system is enhanced with 150 photos and drawings that assist the used in the identification process. The expert system was evaluated following the conventional expert system evaluation methodologies. According to the validation results the system was considered very satisfactory. The program can be used as an identification tool for farmers and technicians and for educational purposes. 2008 Elsevier Ltd. All rights reserved Peer Reviewed 2014-03-24T13:57:36Z 2014-03-24T13:57:36Z 2009 2014-03-24T13:57:36Z artículo http://purl.org/coar/resource_type/c_6501 issn: 0957-4174 Expert Systems with Applications 36(2): 3278-3283 (2009) http://hdl.handle.net/10261/94129 10.1016/j.eswa.2008.01.007 none Elsevier |
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| topic |
Knowledge base Evaluation Validation Olive oil Production rules Decision support system Knowledge base Evaluation Validation Olive oil Production rules Decision support system |
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Knowledge base Evaluation Validation Olive oil Production rules Decision support system Knowledge base Evaluation Validation Olive oil Production rules Decision support system González-Andújar, José Luis Expert System for pest, diseases and weed identification in olive crops |
| description |
An expert system was developed with the aim of improving decision-making by olive oil growers. Knowledge was obtained from the literature and from experts. The knowledge was then represented in the knowledge base of the expert system in a series of IF–THEN rules. The system is supported by a data base containing information for the identification of 9 weeds, 14 insects and 14 diseases. The system is enhanced with 150 photos and drawings that assist the used in the identification process. The expert system was evaluated following the conventional expert system evaluation methodologies. According to the validation results the system was considered very satisfactory. The program can be used as an identification tool for farmers and technicians and for educational purposes. 2008 Elsevier Ltd. All rights reserved |
| format |
artículo |
| topic_facet |
Knowledge base Evaluation Validation Olive oil Production rules Decision support system |
| author |
González-Andújar, José Luis |
| author_facet |
González-Andújar, José Luis |
| author_sort |
González-Andújar, José Luis |
| title |
Expert System for pest, diseases and weed identification in olive crops |
| title_short |
Expert System for pest, diseases and weed identification in olive crops |
| title_full |
Expert System for pest, diseases and weed identification in olive crops |
| title_fullStr |
Expert System for pest, diseases and weed identification in olive crops |
| title_full_unstemmed |
Expert System for pest, diseases and weed identification in olive crops |
| title_sort |
expert system for pest, diseases and weed identification in olive crops |
| publisher |
Elsevier |
| publishDate |
2009 |
| url |
http://hdl.handle.net/10261/94129 |
| work_keys_str_mv |
AT gonzalezandujarjoseluis expertsystemforpestdiseasesandweedidentificationinolivecrops |
| _version_ |
1777663024674373632 |